Question

In: Math

Using the following data, test the question that an equal number of Democrats, Republicans, and the...

Using the following data, test the question that an equal number of Democrats, Republicans, and the Independents voted during the most recent election. Test this hypothesis at the .05 level of significance.

Political Affiliation

Republican

Democrat

Independent

800

700 900

Solutions

Expert Solution

null hypothesis:Ho:  equal number of Democrats, Republicans, and the Independents voted during the most recent election.

alternate hypothesis:Ha:not all three categories have equal proportion of votes during the most recent election.

degree of freedom =categories-1= 2
for 0.05 level and 2 degree of freedom :rejection region = 5.991
applying chi square goodness of fit test:
           relative observed Expected residual Chi square
category frequency Oi Ei=total*p R2i=(Oi-Ei)/√Ei R2i=(Oi-Ei)2/Ei
republican 0.333 800 800.00 0.00 0.000
Democrat 0.333 700 800.00 -3.54 12.500
Independent 0.333 900 800.00 3.54 12.500
total 1.000 2400 2400 25.000

test statistic X2 =25.00

as test statistic is higher then critical value; we reject null hypothesis

we have sufficient evidence at 0.05 level to conclude that not all three categories have equal proportion of votes during the most recent election.


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